Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 23164 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 3.7 MiB |
| Average record size in memory | 168.0 B |
Variable types
| NUM | 18 |
|---|---|
| CAT | 2 |
Reproduction
| Analysis started | 2020-06-14 07:57:15.680072 |
|---|---|
| Analysis finished | 2020-06-14 07:59:38.636377 |
| Duration | 2 minutes and 22.96 seconds |
| Version | pandas-profiling v2.8.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
location has a high cardinality: 210 distinct values | High cardinality |
date has a high cardinality: 165 distinct values | High cardinality |
total_deaths is highly correlated with total_cases | High correlation |
total_cases is highly correlated with total_deaths | High correlation |
aged_70_older is highly correlated with aged_65_older | High correlation |
aged_65_older is highly correlated with aged_70_older | High correlation |
new_cases_per_million is highly skewed (γ1 = 27.84621911) | Skewed |
new_deaths_per_million is highly skewed (γ1 = 24.58729424) | Skewed |
total_cases has 3193 (13.8%) zeros | Zeros |
new_cases has 9413 (40.6%) zeros | Zeros |
total_deaths has 8976 (38.7%) zeros | Zeros |
new_deaths has 16080 (69.4%) zeros | Zeros |
total_cases_per_million has 2975 (12.8%) zeros | Zeros |
new_cases_per_million has 9195 (39.7%) zeros | Zeros |
total_deaths_per_million has 8758 (37.8%) zeros | Zeros |
new_deaths_per_million has 16080 (69.4%) zeros | Zeros |
stringency_index has 6540 (28.2%) zeros | Zeros |
| Distinct count | 210 |
|---|---|
| Unique (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 181.0 KiB |
| Belarus | 165 |
|---|---|
| Greece | 165 |
| South Korea | 165 |
| Sweden | 165 |
| Czech Republic | 165 |
| Other values (205) |
| Value | Count | Frequency (%) | |
| Belarus | 165 | 0.7% | |
| Greece | 165 | 0.7% | |
| South Korea | 165 | 0.7% | |
| Sweden | 165 | 0.7% | |
| Czech Republic | 165 | 0.7% | |
| Canada | 165 | 0.7% | |
| Russia | 165 | 0.7% | |
| Iceland | 165 | 0.7% | |
| Germany | 165 | 0.7% | |
| France | 165 | 0.7% | |
| Other values (200) | 21514 | 92.9% |
Length
| Max length | 32 |
|---|---|
| Median length | 7 |
| Mean length | 8.685503367 |
| Min length | 4 |
| Distinct count | 165 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 181.0 KiB |
| 2020-06-07 | 210 |
|---|---|
| 2020-06-09 | 210 |
| 2020-06-06 | 210 |
| 2020-06-08 | 210 |
| 2020-06-05 | 210 |
| Other values (160) |
| Value | Count | Frequency (%) | |
| 2020-06-07 | 210 | 0.9% | |
| 2020-06-09 | 210 | 0.9% | |
| 2020-06-06 | 210 | 0.9% | |
| 2020-06-08 | 210 | 0.9% | |
| 2020-06-05 | 210 | 0.9% | |
| 2020-06-03 | 210 | 0.9% | |
| 2020-06-01 | 210 | 0.9% | |
| 2020-06-02 | 210 | 0.9% | |
| 2020-06-04 | 210 | 0.9% | |
| 2020-05-31 | 210 | 0.9% | |
| Other values (155) | 21064 | 90.9% |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
| Distinct count | 6646 |
|---|---|
| Unique (%) | 28.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12608.069202210327 |
|---|---|
| Minimum | 0 |
| Maximum | 2023347 |
| Zeros | 3193 |
| Zeros (%) | 13.8% |
| Memory size | 181.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 10 |
| median | 144 |
| Q3 | 1804 |
| 95-th percentile | 45927.4 |
| Maximum | 2023347 |
| Range | 2023347 |
| Interquartile range (IQR) | 1794 |
Descriptive statistics
| Standard deviation | 80672.15211 |
|---|---|
| Coefficient of variation (CV) | 6.398454103 |
| Kurtosis | 314.2597063 |
| Mean | 12608.0692 |
| Median Absolute Deviation (MAD) | 144 |
| Skewness | 16.08355431 |
| Sum | 292053315 |
| Variance | 6507996126 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 3193 | 13.8% | |
| 1 | 624 | 2.7% | |
| 3 | 360 | 1.6% | |
| 2 | 322 | 1.4% | |
| 11 | 321 | 1.4% | |
| 18 | 291 | 1.3% | |
| 16 | 244 | 1.1% | |
| 8 | 231 | 1.0% | |
| 6 | 221 | 1.0% | |
| 7 | 218 | 0.9% | |
| Other values (6636) | 17139 | 74.0% |
| Value | Count | Frequency (%) | |
| 0 | 3193 | 13.8% | |
| 1 | 624 | 2.7% | |
| 2 | 322 | 1.4% | |
| 3 | 360 | 1.6% | |
| 4 | 183 | 0.8% |
| Value | Count | Frequency (%) | |
| 2023347 | 1 | < 0.1% | |
| 2000464 | 1 | < 0.1% | |
| 1979850 | 1 | < 0.1% | |
| 1961185 | 1 | < 0.1% | |
| 1942363 | 1 | < 0.1% |
| Distinct count | 1978 |
|---|---|
| Unique (%) | 8.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 322.93071144879985 |
|---|---|
| Minimum | -2461 |
| Maximum | 48529 |
| Zeros | 9413 |
| Zeros (%) | 40.6% |
| Memory size | 181.0 KiB |
Quantile statistics
| Minimum | -2461 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 3 |
| Q3 | 54 |
| 95-th percentile | 1137.85 |
| Maximum | 48529 |
| Range | 50990 |
| Interquartile range (IQR) | 54 |
Descriptive statistics
| Standard deviation | 1870.56447 |
|---|---|
| Coefficient of variation (CV) | 5.792463844 |
| Kurtosis | 175.6295206 |
| Mean | 322.9307114 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 12.09587775 |
| Sum | 7480367 |
| Variance | 3499011.437 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 9413 | 40.6% | |
| 1 | 1256 | 5.4% | |
| 2 | 772 | 3.3% | |
| 3 | 498 | 2.1% | |
| 4 | 431 | 1.9% | |
| 6 | 337 | 1.5% | |
| 5 | 336 | 1.5% | |
| 7 | 253 | 1.1% | |
| 8 | 248 | 1.1% | |
| 9 | 233 | 1.0% | |
| Other values (1968) | 9387 | 40.5% |
| Value | Count | Frequency (%) | |
| -2461 | 1 | < 0.1% | |
| -1480 | 1 | < 0.1% | |
| -766 | 1 | < 0.1% | |
| -713 | 1 | < 0.1% | |
| -525 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 48529 | 1 | < 0.1% | |
| 37289 | 1 | < 0.1% | |
| 35527 | 1 | < 0.1% | |
| 34272 | 1 | < 0.1% | |
| 33955 | 1 | < 0.1% |
| Distinct count | 2210 |
|---|---|
| Unique (%) | 9.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 802.2401139699534 |
|---|---|
| Minimum | 0 |
| Maximum | 113820 |
| Zeros | 8976 |
| Zeros (%) | 38.7% |
| Memory size | 181.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 3 |
| Q3 | 42 |
| 95-th percentile | 2140.85 |
| Maximum | 113820 |
| Range | 113820 |
| Interquartile range (IQR) | 42 |
Descriptive statistics
| Standard deviation | 5290.798087 |
|---|---|
| Coefficient of variation (CV) | 6.595030584 |
| Kurtosis | 202.5919601 |
| Mean | 802.240114 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 12.62717443 |
| Sum | 18583090 |
| Variance | 27992544.4 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 8976 | 38.7% | |
| 1 | 1636 | 7.1% | |
| 2 | 785 | 3.4% | |
| 3 | 631 | 2.7% | |
| 5 | 456 | 2.0% | |
| 4 | 432 | 1.9% | |
| 6 | 383 | 1.7% | |
| 10 | 358 | 1.5% | |
| 9 | 355 | 1.5% | |
| 7 | 348 | 1.5% | |
| Other values (2200) | 8804 | 38.0% |
| Value | Count | Frequency (%) | |
| 0 | 8976 | 38.7% | |
| 1 | 1636 | 7.1% | |
| 2 | 785 | 3.4% | |
| 3 | 631 | 2.7% | |
| 4 | 432 | 1.9% |
| Value | Count | Frequency (%) | |
| 113820 | 1 | < 0.1% | |
| 112924 | 1 | < 0.1% | |
| 112006 | 1 | < 0.1% | |
| 111007 | 1 | < 0.1% | |
| 110514 | 1 | < 0.1% |
| Distinct count | 553 |
|---|---|
| Unique (%) | 2.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.182654118459677 |
|---|---|
| Minimum | -1918 |
| Maximum | 4928 |
| Zeros | 16080 |
| Zeros (%) | 69.4% |
| Memory size | 181.0 KiB |
Quantile statistics
| Minimum | -1918 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 50 |
| Maximum | 4928 |
| Range | 6846 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 122.0235401 |
|---|---|
| Coefficient of variation (CV) | 6.710986158 |
| Kurtosis | 294.3224737 |
| Mean | 18.18265412 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 13.71366573 |
| Sum | 421183 |
| Variance | 14889.74434 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 16080 | 69.4% | |
| 1 | 1685 | 7.3% | |
| 2 | 846 | 3.7% | |
| 3 | 517 | 2.2% | |
| 4 | 394 | 1.7% | |
| 5 | 279 | 1.2% | |
| 6 | 242 | 1.0% | |
| 7 | 191 | 0.8% | |
| 8 | 176 | 0.8% | |
| 10 | 143 | 0.6% | |
| Other values (543) | 2611 | 11.3% |
| Value | Count | Frequency (%) | |
| -1918 | 1 | < 0.1% | |
| -86 | 1 | < 0.1% | |
| 0 | 16080 | 69.4% | |
| 1 | 1685 | 7.3% | |
| 2 | 846 | 3.7% |
| Value | Count | Frequency (%) | |
| 4928 | 1 | < 0.1% | |
| 3770 | 1 | < 0.1% | |
| 3179 | 1 | < 0.1% | |
| 2611 | 1 | < 0.1% | |
| 2524 | 1 | < 0.1% |
| Distinct count | 13101 |
|---|---|
| Unique (%) | 56.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 652.0667094629598 |
|---|---|
| Minimum | 0.0 |
| Maximum | 26056.729 |
| Zeros | 2975 |
| Zeros (%) | 12.8% |
| Memory size | 181.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.727 |
| median | 55.361 |
| Q3 | 360.24375 |
| 95-th percentile | 3628.84445 |
| Maximum | 26056.729 |
| Range | 26056.729 |
| Interquartile range (IQR) | 358.51675 |
Descriptive statistics
| Standard deviation | 1771.982836 |
|---|---|
| Coefficient of variation (CV) | 2.717487046 |
| Kurtosis | 51.29914833 |
| Mean | 652.0667095 |
| Median Absolute Deviation (MAD) | 55.361 |
| Skewness | 6.089257355 |
| Sum | 15104473.26 |
| Variance | 3139923.172 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 2975 | 12.8% | |
| 55.361 | 219 | 0.9% | |
| 199.973 | 71 | 0.3% | |
| 0.034 | 67 | 0.3% | |
| 2.611 | 63 | 0.3% | |
| 2200.44 | 61 | 0.3% | |
| 111.857 | 59 | 0.3% | |
| 45.269 | 56 | 0.2% | |
| 63.049 | 55 | 0.2% | |
| 281.997 | 54 | 0.2% | |
| Other values (13091) | 19484 | 84.1% |
| Value | Count | Frequency (%) | |
| 0 | 2975 | 12.8% | |
| 0.001 | 5 | < 0.1% | |
| 0.002 | 28 | 0.1% | |
| 0.003 | 4 | < 0.1% | |
| 0.004 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 26056.729 | 1 | < 0.1% | |
| 25544.418 | 1 | < 0.1% | |
| 24948.804 | 1 | < 0.1% | |
| 24351.454 | 1 | < 0.1% | |
| 23876.629 | 1 | < 0.1% |
| Distinct count | 7459 |
|---|---|
| Unique (%) | 32.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.270481523053014 |
|---|---|
| Minimum | -265.189 |
| Maximum | 4944.376 |
| Zeros | 9195 |
| Zeros (%) | 39.7% |
| Memory size | 181.0 KiB |
Quantile statistics
| Minimum | -265.189 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.372 |
| Q3 | 6.75 |
| 95-th percentile | 67.0283 |
| Maximum | 4944.376 |
| Range | 5209.565 |
| Interquartile range (IQR) | 6.75 |
Descriptive statistics
| Standard deviation | 63.2676393 |
|---|---|
| Coefficient of variation (CV) | 4.433462123 |
| Kurtosis | 1706.159363 |
| Mean | 14.27048152 |
| Median Absolute Deviation (MAD) | 0.372 |
| Skewness | 27.84621911 |
| Sum | 330561.434 |
| Variance | 4002.794183 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 9195 | 39.7% | |
| 0.372 | 226 | 1.0% | |
| 2.543 | 32 | 0.1% | |
| 0.196 | 31 | 0.1% | |
| 0.01 | 30 | 0.1% | |
| 0.392 | 30 | 0.1% | |
| 0.207 | 30 | 0.1% | |
| 0.042 | 26 | 0.1% | |
| 0.061 | 25 | 0.1% | |
| 0.018 | 24 | 0.1% | |
| Other values (7449) | 13515 | 58.3% |
| Value | Count | Frequency (%) | |
| -265.189 | 1 | < 0.1% | |
| -139.488 | 1 | < 0.1% | |
| -83.886 | 1 | < 0.1% | |
| -38.57 | 1 | < 0.1% | |
| -17.24 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 4944.376 | 1 | < 0.1% | |
| 1722.653 | 1 | < 0.1% | |
| 1473.447 | 1 | < 0.1% | |
| 1236.094 | 8 | < 0.1% | |
| 1060.758 | 1 | < 0.1% |
| Distinct count | 6039 |
|---|---|
| Unique (%) | 26.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27.7264371438439 |
|---|---|
| Minimum | 0.0 |
| Maximum | 1237.5510000000002 |
| Zeros | 8758 |
| Zeros (%) | 37.8% |
| Memory size | 181.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.425 |
| Q3 | 7.37525 |
| 95-th percentile | 147.327 |
| Maximum | 1237.551 |
| Range | 1237.551 |
| Interquartile range (IQR) | 7.37525 |
Descriptive statistics
| Standard deviation | 103.9695188 |
|---|---|
| Coefficient of variation (CV) | 3.749833354 |
| Kurtosis | 57.12227477 |
| Mean | 27.72643714 |
| Median Absolute Deviation (MAD) | 0.425 |
| Skewness | 6.76216539 |
| Sum | 642255.19 |
| Variance | 10809.66084 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 8758 | 37.8% | |
| 0.425 | 290 | 1.3% | |
| 0.414 | 85 | 0.4% | |
| 15.216 | 84 | 0.4% | |
| 6.094 | 78 | 0.3% | |
| 0.084 | 75 | 0.3% | |
| 0.352 | 72 | 0.3% | |
| 5.716 | 70 | 0.3% | |
| 26.221 | 69 | 0.3% | |
| 25.828 | 68 | 0.3% | |
| Other values (6029) | 13515 | 58.3% |
| Value | Count | Frequency (%) | |
| 0 | 8758 | 37.8% | |
| 0.001 | 12 | 0.1% | |
| 0.002 | 5 | < 0.1% | |
| 0.003 | 4 | < 0.1% | |
| 0.004 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1237.551 | 20 | 0.1% | |
| 1208.085 | 27 | 0.1% | |
| 1178.62 | 5 | < 0.1% | |
| 1149.154 | 4 | < 0.1% | |
| 1119.689 | 1 | < 0.1% |
| Distinct count | 1839 |
|---|---|
| Unique (%) | 7.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.541622906233811 |
|---|---|
| Minimum | -41.023 |
| Maximum | 200.04 |
| Zeros | 16080 |
| Zeros (%) | 69.4% |
| Memory size | 181.0 KiB |
Quantile statistics
| Minimum | -41.023 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.075 |
| 95-th percentile | 2.1414 |
| Maximum | 200.04 |
| Range | 241.063 |
| Interquartile range (IQR) | 0.075 |
Descriptive statistics
| Standard deviation | 3.324527816 |
|---|---|
| Coefficient of variation (CV) | 6.138085701 |
| Kurtosis | 1079.667035 |
| Mean | 0.5416229062 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 24.58729424 |
| Sum | 12546.153 |
| Variance | 11.0524852 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 16080 | 69.4% | |
| 0.099 | 66 | 0.3% | |
| 0.147 | 48 | 0.2% | |
| 0.347 | 46 | 0.2% | |
| 0.039 | 45 | 0.2% | |
| 0.02 | 40 | 0.2% | |
| 0.034 | 38 | 0.2% | |
| 0.288 | 38 | 0.2% | |
| 0.088 | 38 | 0.2% | |
| 0.48 | 37 | 0.2% | |
| Other values (1829) | 6688 | 28.9% |
| Value | Count | Frequency (%) | |
| -41.023 | 1 | < 0.1% | |
| -19.932 | 1 | < 0.1% | |
| 0 | 16080 | 69.4% | |
| 0.001 | 19 | 0.1% | |
| 0.002 | 8 | < 0.1% |
| Value | Count | Frequency (%) | |
| 200.04 | 1 | < 0.1% | |
| 176.793 | 1 | < 0.1% | |
| 117.862 | 1 | < 0.1% | |
| 93.279 | 1 | < 0.1% | |
| 88.396 | 1 | < 0.1% |
| Distinct count | 156 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 46.74478069418062 |
|---|---|
| Minimum | 0.0 |
| Maximum | 100.0 |
| Zeros | 6540 |
| Zeros (%) | 28.2% |
| Memory size | 181.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 57.175 |
| Q3 | 81.48 |
| 95-th percentile | 94.44 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 81.48 |
Descriptive statistics
| Standard deviation | 37.20274697 |
|---|---|
| Coefficient of variation (CV) | 0.795869537 |
| Kurtosis | -1.655581065 |
| Mean | 46.74478069 |
| Median Absolute Deviation (MAD) | 32.635 |
| Skewness | -0.1578099971 |
| Sum | 1082796.1 |
| Variance | 1384.044382 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 6540 | 28.2% | |
| 93.52 | 512 | 2.2% | |
| 77.78 | 505 | 2.2% | |
| 96.3 | 469 | 2.0% | |
| 84.26 | 466 | 2.0% | |
| 11.11 | 461 | 2.0% | |
| 90.74 | 423 | 1.8% | |
| 82.41 | 409 | 1.8% | |
| 100 | 406 | 1.8% | |
| 73.15 | 376 | 1.6% | |
| Other values (146) | 12597 | 54.4% |
| Value | Count | Frequency (%) | |
| 0 | 6540 | 28.2% | |
| 1.85 | 3 | < 0.1% | |
| 2.78 | 244 | 1.1% | |
| 5.56 | 288 | 1.2% | |
| 8.33 | 199 | 0.9% |
| Value | Count | Frequency (%) | |
| 100 | 406 | 1.8% | |
| 98.15 | 32 | 0.1% | |
| 97.22 | 100 | 0.4% | |
| 96.3 | 469 | 2.0% | |
| 95.37 | 15 | 0.1% |
population
Real number (ℝ≥0)
| Distinct count | 210 |
|---|---|
| Unique (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 48830331.63754101 |
|---|---|
| Minimum | 809.0 |
| Maximum | 1439323774.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 181.0 KiB |
Quantile statistics
| Minimum | 809 |
|---|---|
| 5-th percentile | 48865 |
| Q1 | 2078932 |
| median | 9449321 |
| Q3 | 32971846 |
| 95-th percentile | 164689383 |
| Maximum | 1439323774 |
| Range | 1439322965 |
| Interquartile range (IQR) | 30892914 |
Descriptive statistics
| Standard deviation | 171612087.5 |
|---|---|
| Coefficient of variation (CV) | 3.514456728 |
| Kurtosis | 53.4448743 |
| Mean | 48830331.64 |
| Median Absolute Deviation (MAD) | 9007782 |
| Skewness | 7.153294568 |
| Sum | 1.131105802e+12 |
| Variance | 2.945070859e+16 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 37742157 | 165 | 0.7% | |
| 1326539 | 165 | 0.7% | |
| 10423056 | 165 | 0.7% | |
| 32365998 | 165 | 0.7% | |
| 60461828 | 165 | 0.7% | |
| 341250 | 165 | 0.7% | |
| 25499881 | 165 | 0.7% | |
| 4105268 | 165 | 0.7% | |
| 29136808 | 165 | 0.7% | |
| 2722291 | 165 | 0.7% | |
| Other values (200) | 21514 | 92.9% |
| Value | Count | Frequency (%) | |
| 809 | 90 | 0.4% | |
| 3483 | 70 | 0.3% | |
| 4999 | 83 | 0.4% | |
| 15002 | 78 | 0.3% | |
| 26221 | 72 | 0.3% |
| Value | Count | Frequency (%) | |
| 1439323774 | 165 | 0.7% | |
| 1380004385 | 164 | 0.7% | |
| 331002647 | 165 | 0.7% | |
| 273523621 | 158 | 0.7% | |
| 220892331 | 160 | 0.7% |
population_density
Real number (ℝ≥0)
| Distinct count | 210 |
|---|---|
| Unique (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 384.66050802970113 |
|---|---|
| Minimum | 0.1 |
| Maximum | 19347.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 181.0 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 4.044 |
| Q1 | 41.285 |
| median | 95 |
| Q3 | 231.447 |
| 95-th percentile | 898.28 |
| Maximum | 19347.5 |
| Range | 19347.4 |
| Interquartile range (IQR) | 190.162 |
Descriptive statistics
| Standard deviation | 1719.580887 |
|---|---|
| Coefficient of variation (CV) | 4.470385836 |
| Kurtosis | 97.51041475 |
| Mean | 384.660508 |
| Median Absolute Deviation (MAD) | 71.11 |
| Skewness | 9.51781073 |
| Sum | 8910276.008 |
| Variance | 2956958.426 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 31.033 | 165 | 0.7% | |
| 147.674 | 165 | 0.7% | |
| 18.136 | 165 | 0.7% | |
| 4.037 | 165 | 0.7% | |
| 35.608 | 165 | 0.7% | |
| 214.243 | 165 | 0.7% | |
| 83.479 | 165 | 0.7% | |
| 508.544 | 165 | 0.7% | |
| 3.202 | 165 | 0.7% | |
| 45.135 | 165 | 0.7% | |
| Other values (200) | 21514 | 92.9% |
| Value | Count | Frequency (%) | |
| 0.1 | 70 | 0.3% | |
| 0.137 | 85 | 0.4% | |
| 1.98 | 89 | 0.4% | |
| 2 | 48 | 0.2% | |
| 3.078 | 90 | 0.4% |
| Value | Count | Frequency (%) | |
| 19347.5 | 153 | 0.7% | |
| 7915.731 | 165 | 0.7% | |
| 7039.714 | 14 | 0.1% | |
| 3457.1 | 85 | 0.4% | |
| 1935.907 | 164 | 0.7% |
median_age
Real number (ℝ≥0)
| Distinct count | 132 |
|---|---|
| Unique (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.07869107235365 |
|---|---|
| Minimum | 15.1 |
| Maximum | 48.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 181.0 KiB |
Quantile statistics
| Minimum | 15.1 |
|---|---|
| 5-th percentile | 18 |
| Q1 | 25.6 |
| median | 32.1 |
| Q3 | 39.7 |
| 95-th percentile | 44.4 |
| Maximum | 48.2 |
| Range | 33.1 |
| Interquartile range (IQR) | 14.1 |
Descriptive statistics
| Standard deviation | 8.578207832 |
|---|---|
| Coefficient of variation (CV) | 0.2674114044 |
| Kurtosis | -1.01049047 |
| Mean | 32.07869107 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | -0.1374605602 |
| Sum | 743070.8 |
| Variance | 73.58564961 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 32.1 | 2220 | 9.6% | |
| 32.4 | 581 | 2.5% | |
| 38.7 | 491 | 2.1% | |
| 31.9 | 358 | 1.5% | |
| 30.6 | 352 | 1.5% | |
| 29.1 | 343 | 1.5% | |
| 37.9 | 328 | 1.4% | |
| 39.7 | 323 | 1.4% | |
| 29.3 | 323 | 1.4% | |
| 41.2 | 287 | 1.2% | |
| Other values (122) | 17558 | 75.8% |
| Value | Count | Frequency (%) | |
| 15.1 | 84 | 0.4% | |
| 16.4 | 162 | 0.7% | |
| 16.7 | 85 | 0.4% | |
| 16.8 | 171 | 0.7% | |
| 17 | 92 | 0.4% |
| Value | Count | Frequency (%) | |
| 48.2 | 165 | 0.7% | |
| 47.9 | 165 | 0.7% | |
| 46.6 | 165 | 0.7% | |
| 46.2 | 104 | 0.4% | |
| 45.5 | 164 | 0.7% |
| Distinct count | 182 |
|---|---|
| Unique (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.462923545156277 |
|---|---|
| Minimum | 1.1440000000000001 |
| Maximum | 27.049 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 181.0 KiB |
Quantile statistics
| Minimum | 1.144 |
|---|---|
| 5-th percentile | 2.48 |
| Q1 | 4.412 |
| median | 7.304 |
| Q3 | 14.762 |
| 95-th percentile | 19.985 |
| Maximum | 27.049 |
| Range | 25.905 |
| Interquartile range (IQR) | 10.35 |
Descriptive statistics
| Standard deviation | 6.162438247 |
|---|---|
| Coefficient of variation (CV) | 0.6512192789 |
| Kurtosis | -0.7489978801 |
| Mean | 9.462923545 |
| Median Absolute Deviation (MAD) | 4.118 |
| Skewness | 0.6736196755 |
| Sum | 219199.161 |
| Variance | 37.97564515 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 7.304 | 2511 | 10.8% | |
| 6.933 | 170 | 0.7% | |
| 19.002 | 165 | 0.7% | |
| 20.396 | 165 | 0.7% | |
| 18.436 | 165 | 0.7% | |
| 16.821 | 165 | 0.7% | |
| 8.552 | 165 | 0.7% | |
| 19.677 | 165 | 0.7% | |
| 19.027 | 165 | 0.7% | |
| 5.809 | 165 | 0.7% | |
| Other values (172) | 19163 | 82.7% |
| Value | Count | Frequency (%) | |
| 1.144 | 159 | 0.7% | |
| 1.307 | 161 | 0.7% | |
| 2.168 | 83 | 0.4% | |
| 2.339 | 87 | 0.4% | |
| 2.345 | 162 | 0.7% |
| Value | Count | Frequency (%) | |
| 27.049 | 165 | 0.7% | |
| 23.021 | 165 | 0.7% | |
| 21.502 | 104 | 0.4% | |
| 21.453 | 165 | 0.7% | |
| 21.228 | 165 | 0.7% |
| Distinct count | 181 |
|---|---|
| Unique (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.0308666033500264 |
|---|---|
| Minimum | 0.526 |
| Maximum | 18.493 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 181.0 KiB |
Quantile statistics
| Minimum | 0.526 |
|---|---|
| 5-th percentile | 1.387 |
| Q1 | 2.385 |
| median | 4.631 |
| Q3 | 9.473 |
| 95-th percentile | 13.778 |
| Maximum | 18.493 |
| Range | 17.967 |
| Interquartile range (IQR) | 7.088 |
Descriptive statistics
| Standard deviation | 4.242691689 |
|---|---|
| Coefficient of variation (CV) | 0.7034961918 |
| Kurtosis | -0.4630994568 |
| Mean | 6.030866603 |
| Median Absolute Deviation (MAD) | 2.728 |
| Skewness | 0.797969098 |
| Sum | 139698.994 |
| Variance | 18.00043277 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 4.631 | 2328 | 10.1% | |
| 3.053 | 285 | 1.2% | |
| 1.845 | 189 | 0.8% | |
| 2.063 | 180 | 0.8% | |
| 16.24 | 165 | 0.7% | |
| 15.957 | 165 | 0.7% | |
| 9.207 | 165 | 0.7% | |
| 18.493 | 165 | 0.7% | |
| 13.079 | 165 | 0.7% | |
| 12.527 | 165 | 0.7% | |
| Other values (171) | 19192 | 82.9% |
| Value | Count | Frequency (%) | |
| 0.526 | 159 | 0.7% | |
| 0.617 | 161 | 0.7% | |
| 1.114 | 162 | 0.7% | |
| 1.285 | 73 | 0.3% | |
| 1.308 | 83 | 0.4% |
| Value | Count | Frequency (%) | |
| 18.493 | 165 | 0.7% | |
| 16.24 | 165 | 0.7% | |
| 15.957 | 165 | 0.7% | |
| 14.924 | 104 | 0.4% | |
| 14.524 | 165 | 0.7% |
gdp_per_capita
Real number (ℝ≥0)
| Distinct count | 183 |
|---|---|
| Unique (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21816.44524589881 |
|---|---|
| Minimum | 661.24 |
| Maximum | 116935.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 181.0 KiB |
Quantile statistics
| Minimum | 661.24 |
|---|---|
| 5-th percentile | 1561.767 |
| Q1 | 7435.047 |
| median | 15524.995 |
| Q3 | 32605.906 |
| 95-th percentile | 64800.057 |
| Maximum | 116935.6 |
| Range | 116274.36 |
| Interquartile range (IQR) | 25170.859 |
Descriptive statistics
| Standard deviation | 20161.51112 |
|---|---|
| Coefficient of variation (CV) | 0.9241428148 |
| Kurtosis | 3.715326643 |
| Mean | 21816.44525 |
| Median Absolute Deviation (MAD) | 10335.023 |
| Skewness | 1.697917254 |
| Sum | 505356137.7 |
| Variance | 406486530.6 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 15524.995 | 2458 | 10.6% | |
| 22669.797 | 165 | 0.7% | |
| 46949.283 | 165 | 0.7% | |
| 57410.166 | 165 | 0.7% | |
| 48472.545 | 165 | 0.7% | |
| 32605.906 | 165 | 0.7% | |
| 19082.62 | 165 | 0.7% | |
| 44648.71 | 165 | 0.7% | |
| 6171.884 | 165 | 0.7% | |
| 35938.374 | 165 | 0.7% | |
| Other values (173) | 19221 | 83.0% |
| Value | Count | Frequency (%) | |
| 661.24 | 89 | 0.4% | |
| 702.225 | 73 | 0.3% | |
| 752.788 | 88 | 0.4% | |
| 808.133 | 92 | 0.4% | |
| 926 | 84 | 0.4% |
| Value | Count | Frequency (%) | |
| 116935.6 | 161 | 0.7% | |
| 94277.965 | 158 | 0.7% | |
| 85535.383 | 165 | 0.7% | |
| 71809.251 | 94 | 0.4% | |
| 67335.293 | 164 | 0.7% |
cvd_death_rate
Real number (ℝ≥0)
| Distinct count | 185 |
|---|---|
| Unique (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 245.62401852011746 |
|---|---|
| Minimum | 79.37 |
| Maximum | 724.4169999999999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 181.0 KiB |
Quantile statistics
| Minimum | 79.37 |
|---|---|
| 5-th percentile | 99.739 |
| Q1 | 153.507 |
| median | 234.499 |
| Q3 | 298.245 |
| 95-th percentile | 443.129 |
| Maximum | 724.417 |
| Range | 645.047 |
| Interquartile range (IQR) | 144.738 |
Descriptive statistics
| Standard deviation | 113.6262732 |
|---|---|
| Coefficient of variation (CV) | 0.4626024519 |
| Kurtosis | 1.19646911 |
| Mean | 245.6240185 |
| Median Absolute Deviation (MAD) | 75.997 |
| Skewness | 0.9984685495 |
| Sum | 5689634.765 |
| Variance | 12910.92996 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 234.499 | 2199 | 9.5% | |
| 105.599 | 165 | 0.7% | |
| 156.139 | 165 | 0.7% | |
| 245.465 | 165 | 0.7% | |
| 443.129 | 165 | 0.7% | |
| 92.243 | 165 | 0.7% | |
| 114.898 | 165 | 0.7% | |
| 93.32 | 165 | 0.7% | |
| 113.151 | 165 | 0.7% | |
| 260.942 | 165 | 0.7% | |
| Other values (175) | 19480 | 84.1% |
| Value | Count | Frequency (%) | |
| 79.37 | 165 | 0.7% | |
| 85.755 | 101 | 0.4% | |
| 85.998 | 165 | 0.7% | |
| 86.06 | 165 | 0.7% | |
| 92.243 | 165 | 0.7% |
| Value | Count | Frequency (%) | |
| 724.417 | 89 | 0.4% | |
| 597.029 | 155 | 0.7% | |
| 561.494 | 84 | 0.4% | |
| 559.812 | 158 | 0.7% | |
| 539.849 | 91 | 0.4% |
diabetes_prevalence
Real number (ℝ≥0)
| Distinct count | 140 |
|---|---|
| Unique (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.954921861509239 |
|---|---|
| Minimum | 0.99 |
| Maximum | 23.36 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 181.0 KiB |
Quantile statistics
| Minimum | 0.99 |
|---|---|
| 5-th percentile | 2.42 |
| Q1 | 5.5 |
| median | 7.11 |
| Q3 | 10.08 |
| 95-th percentile | 16.52 |
| Maximum | 23.36 |
| Range | 22.37 |
| Interquartile range (IQR) | 4.58 |
Descriptive statistics
| Standard deviation | 3.957473583 |
|---|---|
| Coefficient of variation (CV) | 0.4974874237 |
| Kurtosis | 1.771063809 |
| Mean | 7.954921862 |
| Median Absolute Deviation (MAD) | 2.08 |
| Skewness | 1.1958565 |
| Sum | 184267.81 |
| Variance | 15.66159716 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 7.11 | 2221 | 9.6% | |
| 2.42 | 1171 | 5.1% | |
| 10.08 | 539 | 2.3% | |
| 3.94 | 533 | 2.3% | |
| 11.62 | 506 | 2.2% | |
| 5.31 | 330 | 1.4% | |
| 6.05 | 330 | 1.4% | |
| 5.59 | 330 | 1.4% | |
| 9.74 | 328 | 1.4% | |
| 16.52 | 325 | 1.4% | |
| Other values (130) | 16551 | 71.5% |
| Value | Count | Frequency (%) | |
| 0.99 | 88 | 0.4% | |
| 1.82 | 84 | 0.4% | |
| 1.91 | 87 | 0.4% | |
| 2.16 | 85 | 0.4% | |
| 2.42 | 1171 | 5.1% |
| Value | Count | Frequency (%) | |
| 23.36 | 84 | 0.4% | |
| 22.63 | 86 | 0.4% | |
| 22.02 | 85 | 0.4% | |
| 21.52 | 86 | 0.4% | |
| 17.72 | 99 | 0.4% |
hospital_beds_per_thousand
Real number (ℝ≥0)
| Distinct count | 99 |
|---|---|
| Unique (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.1048507597996893 |
|---|---|
| Minimum | 0.1 |
| Maximum | 13.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 181.0 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.53 |
| Q1 | 1.6 |
| median | 2.6 |
| Q3 | 3.8 |
| 95-th percentile | 7.454 |
| Maximum | 13.8 |
| Range | 13.7 |
| Interquartile range (IQR) | 2.2 |
Descriptive statistics
| Standard deviation | 2.38640024 |
|---|---|
| Coefficient of variation (CV) | 0.7686038474 |
| Kurtosis | 5.239128805 |
| Mean | 3.10485076 |
| Median Absolute Deviation (MAD) | 1.1 |
| Skewness | 2.017782141 |
| Sum | 71920.763 |
| Variance | 5.694906104 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 2.6 | 4263 | 18.4% | |
| 1.6 | 667 | 2.9% | |
| 0.8 | 599 | 2.6% | |
| 0.7 | 584 | 2.5% | |
| 1.3 | 518 | 2.2% | |
| 1.5 | 487 | 2.1% | |
| 1.4 | 440 | 1.9% | |
| 0.3 | 430 | 1.9% | |
| 2.1 | 422 | 1.8% | |
| 2 | 412 | 1.8% | |
| Other values (89) | 14342 | 61.9% |
| Value | Count | Frequency (%) | |
| 0.1 | 79 | 0.3% | |
| 0.2 | 84 | 0.4% | |
| 0.3 | 430 | 1.9% | |
| 0.4 | 92 | 0.4% | |
| 0.5 | 326 | 1.4% |
| Value | Count | Frequency (%) | |
| 13.8 | 153 | 0.7% | |
| 13.05 | 165 | 0.7% | |
| 12.27 | 165 | 0.7% | |
| 11 | 165 | 0.7% | |
| 8.8 | 91 | 0.4% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| location | date | total_cases | new_cases | total_deaths | new_deaths | total_cases_per_million | new_cases_per_million | total_deaths_per_million | new_deaths_per_million | stringency_index | population | population_density | median_age | aged_65_older | aged_70_older | gdp_per_capita | cvd_death_rate | diabetes_prevalence | hospital_beds_per_thousand | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Afghanistan | 2019-12-31 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 38928341.0 | 54.422 | 18.6 | 2.581 | 1.337 | 1803.987 | 597.029 | 9.59 | 0.5 |
| 1 | Afghanistan | 2020-01-01 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 38928341.0 | 54.422 | 18.6 | 2.581 | 1.337 | 1803.987 | 597.029 | 9.59 | 0.5 |
| 2 | Afghanistan | 2020-01-02 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 38928341.0 | 54.422 | 18.6 | 2.581 | 1.337 | 1803.987 | 597.029 | 9.59 | 0.5 |
| 3 | Afghanistan | 2020-01-03 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 38928341.0 | 54.422 | 18.6 | 2.581 | 1.337 | 1803.987 | 597.029 | 9.59 | 0.5 |
| 4 | Afghanistan | 2020-01-04 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 38928341.0 | 54.422 | 18.6 | 2.581 | 1.337 | 1803.987 | 597.029 | 9.59 | 0.5 |
| 5 | Afghanistan | 2020-01-05 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 38928341.0 | 54.422 | 18.6 | 2.581 | 1.337 | 1803.987 | 597.029 | 9.59 | 0.5 |
| 6 | Afghanistan | 2020-01-06 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 38928341.0 | 54.422 | 18.6 | 2.581 | 1.337 | 1803.987 | 597.029 | 9.59 | 0.5 |
| 7 | Afghanistan | 2020-01-07 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 38928341.0 | 54.422 | 18.6 | 2.581 | 1.337 | 1803.987 | 597.029 | 9.59 | 0.5 |
| 8 | Afghanistan | 2020-01-08 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 38928341.0 | 54.422 | 18.6 | 2.581 | 1.337 | 1803.987 | 597.029 | 9.59 | 0.5 |
| 9 | Afghanistan | 2020-01-09 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 38928341.0 | 54.422 | 18.6 | 2.581 | 1.337 | 1803.987 | 597.029 | 9.59 | 0.5 |
Last rows
| location | date | total_cases | new_cases | total_deaths | new_deaths | total_cases_per_million | new_cases_per_million | total_deaths_per_million | new_deaths_per_million | stringency_index | population | population_density | median_age | aged_65_older | aged_70_older | gdp_per_capita | cvd_death_rate | diabetes_prevalence | hospital_beds_per_thousand | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 23154 | Zimbabwe | 2020-06-03 | 206 | 3 | 4 | 0 | 13.860 | 0.202 | 0.269 | 0.0 | 87.96 | 14862927.0 | 42.729 | 19.6 | 2.822 | 1.882 | 1899.775 | 307.846 | 1.82 | 1.7 |
| 23155 | Zimbabwe | 2020-06-04 | 222 | 16 | 4 | 0 | 14.936 | 1.077 | 0.269 | 0.0 | 87.96 | 14862927.0 | 42.729 | 19.6 | 2.822 | 1.882 | 1899.775 | 307.846 | 1.82 | 1.7 |
| 23156 | Zimbabwe | 2020-06-05 | 237 | 15 | 4 | 0 | 15.946 | 1.009 | 0.269 | 0.0 | 0.00 | 14862927.0 | 42.729 | 19.6 | 2.822 | 1.882 | 1899.775 | 307.846 | 1.82 | 1.7 |
| 23157 | Zimbabwe | 2020-06-06 | 265 | 28 | 4 | 0 | 17.830 | 1.884 | 0.269 | 0.0 | 0.00 | 14862927.0 | 42.729 | 19.6 | 2.822 | 1.882 | 1899.775 | 307.846 | 1.82 | 1.7 |
| 23158 | Zimbabwe | 2020-06-07 | 279 | 14 | 4 | 0 | 18.772 | 0.942 | 0.269 | 0.0 | 0.00 | 14862927.0 | 42.729 | 19.6 | 2.822 | 1.882 | 1899.775 | 307.846 | 1.82 | 1.7 |
| 23159 | Zimbabwe | 2020-06-08 | 282 | 3 | 4 | 0 | 18.973 | 0.202 | 0.269 | 0.0 | 0.00 | 14862927.0 | 42.729 | 19.6 | 2.822 | 1.882 | 1899.775 | 307.846 | 1.82 | 1.7 |
| 23160 | Zimbabwe | 2020-06-09 | 287 | 5 | 4 | 0 | 19.310 | 0.336 | 0.269 | 0.0 | 0.00 | 14862927.0 | 42.729 | 19.6 | 2.822 | 1.882 | 1899.775 | 307.846 | 1.82 | 1.7 |
| 23161 | Zimbabwe | 2020-06-10 | 314 | 27 | 4 | 0 | 21.126 | 1.817 | 0.269 | 0.0 | 0.00 | 14862927.0 | 42.729 | 19.6 | 2.822 | 1.882 | 1899.775 | 307.846 | 1.82 | 1.7 |
| 23162 | Zimbabwe | 2020-06-11 | 320 | 6 | 4 | 0 | 21.530 | 0.404 | 0.269 | 0.0 | 0.00 | 14862927.0 | 42.729 | 19.6 | 2.822 | 1.882 | 1899.775 | 307.846 | 1.82 | 1.7 |
| 23163 | Zimbabwe | 2020-06-12 | 332 | 12 | 4 | 0 | 22.337 | 0.807 | 0.269 | 0.0 | 0.00 | 14862927.0 | 42.729 | 19.6 | 2.822 | 1.882 | 1899.775 | 307.846 | 1.82 | 1.7 |